Weed Identification in Maize, Sunflower, and Potatoes with the Aid of Convolutional Neural Networks

Weed Identification in Maize, Sunflower, and Potatoes with the Aid of Convolutional Neural Networks

The increasing public concern about food security and the stricter rules applied worldwide concerning herbicide use in the agri-food chain, reduce consumer acceptance of chemical plant protection. Site-Specific Weed Management can be achieved by applying a treatment only on the weed patches. Crop pl...

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Bibliographic Details
Main Authors: Gerassimos G. Peteinatos, Philipp Reichel, Jeremy Karouta, Dionisio Andújar, Roland Gerhards
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
computer vision
Convolutional Neural Networks
deep learning
ResNet–50
VGG16
weed management
Online Access:https://www.mdpi.com/2072-4292/12/24/4185

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